…AI-generated summary LLM-based agents for GPU kernel generation are advancing rapidly, yet their progress is fundamentally constrained by the benchmarks they optimize against. Existing benchmarks are poorly aligned with production…
…AI-generated summary Recent advances in generative video models are increasingly driven by post-training and test-time scaling, both of which critically depend on the quality of video reward models (RMs…
…This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers were recommended by the Semantic Scholar API Granite Embedding Multilingual R2…
…Finally, to advance the field, we curate a 54K instruction-tuning dataset, OmniCap-IF-54K and present OmniCaptioner-IF, which achieves notable improvements in both complex instruction adherence and general omni-modal…
…The combination of high‑level instructions, hardware selection, monitoring, and automation makes the complex process of model training much more approachable, even for developers who may not be ML‑infrastructure experts. I…
…AI-generated summary Although multi-modal learning has advanced point cloud completion , the theoretical mechanisms remain unclear. Recent works attribute success to the connection between modalities, yet we identify that standard hard…
…Request TTL, overflow policies, automatic disconnect detection, dispatch retry. Will try to benchmark Inferential as well. Open source. SDKs in Python, C++, and Rust. github.com/nalinraut/inferential Full writeup: nalinraut.github…
…local norms, org policies, evolving user expectations that no static guardrail can fully enumerate in advance. Learning from deployment sounds obvious — but feedback is sparse, often noisy, and overreacting to a handful…
…This lack of standardization obscures a reliable assessment of the field's advancement. To address this issue, we introduce MMDG-Bench, the first unified and comprehensive benchmark for MMDG, which standardizes evaluation…
…At Automatio.ai , we're working on integrating similar autonomous web agents to streamline data extraction and web automation, letting users build powerful scrapers without coding. The challenge is making sure these…